MCP Server Quality Scores
Independent quality analysis of 67197 public MCP servers
Last updated 3 hours, 41 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 29301 |
Turf Network
Claim
Get real-time market data across global equities and crypto to accelerate inves…
|
F 35 3⁄3 | ||||||||
| 29302 |
Tavily
Claim
Search the web for high-quality, up-to-date results, extract clean content, cra…
|
F 35 3⁄3 | ||||||||
| 29303 |
Immolog MCP SSE Server
Claim
Provide a specialized MCP server using Server-Sent Events (SSE) to integrate Im…
|
F 35 3⁄3 | ||||||||
| 29304 |
Conduct comprehensive literature reviews efficiently by searching research pape…
|
F 35 3⁄3 | ||||||||
| 29305 |
Institutional hotel valuations in seconds: NOI/cap rate, USALI P&L, IRR/MOIC, m…
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F 34 2⁄5 | ||||||||
| 29306 |
Search and analyze meeting transcripts, summaries, soundbites and analytics fro…
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F 34 2⁄5 | ||||||||
| 29307 |
Versioned agent memory in your own Postgres: portable context, permissioned, au…
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F 34 2⁄5 | ||||||||
| 29308 |
Query and add to your Fibalo bookkeeping: documents, bank transactions, supplie…
|
F 34 2⁄5 | ||||||||
| 29309 |
MCP server giving AI agents one-connection access to crypto & DeFi data: DeFi p…
|
F 34 2⁄5 | ||||||||
| 29310 |
Ask Claude or ChatGPT about your own credit cards: best card to use, utilizatio…
|
F 34 2⁄5 | ||||||||
| 29311 |
Generate marketing images, videos and audios for campaigns, product content, an…
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F 34 2⁄5 | ||||||||
| 29312 |
Search, price and book Swiss coworking spaces, offices and meeting rooms on cow…
|
F 34 2⁄5 | ||||||||
| 29313 |
MCP-native notes and memory for ChatGPT, Claude, and other AI tools.
|
F 34 2⁄5 | ||||||||
| 29314 |
AI agents query normalized financial services data and run workflows via Milema…
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F 34 2⁄5 | ||||||||
| 29315 |
Search Austin-area MLS listings. Free with signup; comps and market stats are p…
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F 34 2⁄5 | ||||||||
| 29316 |
Run an eBay seller account from your AI assistant: orders, listings, stock, fee…
|
F 34 2⁄5 | ||||||||
| 29317 |
Run WhatsApp Business campaigns from any AI assistant: contacts, segments, and …
|
F 34 2⁄5 | ||||||||
| 29318 |
Manage Sprites: sandboxed compute environments with exec, services, and checkpo…
|
F 34 2⁄5 | ||||||||
| 29319 |
Search Australian lender credit policies, compare lenders and pre-vet deals, wi…
|
F 34 2⁄5 | ||||||||
| 29320 |
PentaTrail ASM/CTEM: attack surface discovery, asset inventory, findings by thr…
|
F 34 2⁄5 | ||||||||
| 29321 |
Drive ASAP: French invoicing, contacts and e-signature from any MCP client (NF2…
|
F 34 2⁄5 | ||||||||
| 29322 |
Verified Indian electricity tariff calculations, evidence, ToD and solar net me…
|
F 34 2⁄5 | ||||||||
| 29323 |
Create and manage waitlists from your AI agent: page, custom domain, emails, si…
|
F 34 2⁄5 | ||||||||
| 29324 |
Bar-first MCP server for Tabula chart authoring, PNG rendering, and editor hand…
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F 34 2⁄5 | ||||||||
| 29325 |
Search real-world UI & UX design references for mobile apps, web apps, and webs…
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F 34 2⁄5 | ||||||||
| 29326 |
Search 10,000+ consulting frameworks, templates, financial models, and manageme…
|
F 34 2⁄5 | ||||||||
| 29327 |
Analyze global markets and manage your portfolio
|
F 34 2⁄5 | ||||||||
| 29328 |
MinIO and Redis Storage Stack
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F 34 2⁄5 | ||||||||
| 29329 |
Schedule, publish and track social posts on nine networks from your AI assistan…
|
F 34 2⁄5 | ||||||||
| 29330 |
REST-to-MCP for UK hospitality. Safety proxy: circuit-breakers, rate limits, wh…
|
F 34 2⁄5 | ||||||||
| 29331 |
Fixed-price GC & Brisbane airport and cruise transfers. Live quotes, human-conf…
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F 34 2⁄5 | ||||||||
| 29332 |
Browse, search, upload, tag, transfer, and delete images in your Raster librari…
|
F 34 2⁄5 | ||||||||
| 29333 |
Use Everyn's hosted MCP server to turn datasets into reviewed, exportable resul…
|
F 34 2⁄5 | ||||||||
| 29334 |
Ask about AWS, Azure, GCP, OpenAI, Anthropic and Snowflake costs, budgets, and …
|
F 34 2⁄5 | ||||||||
| 29335 |
Postgres + Kafka Stack Generator
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F 34 2⁄5 | ||||||||
| 29336 |
A memory your AI can prove and the market of the present tense. SHA-256, verifi…
|
F 34 2⁄5 | ||||||||
| 29337 |
AI mixing and mastering: analyze your mixes, run DSP autofix, render stems, and…
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F 34 2⁄5 | ||||||||
| 29338 |
Generate ad images and UGC videos, research competitor ads, and manage Meta ad …
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F 34 2⁄5 | ||||||||
| 29339 |
AI-native helpdesk hosted in Germany: tickets, replies, KPIs and knowledge base…
|
F 34 2⁄5 | ||||||||
| 29340 |
Analyze and score leads to identify high-potential prospects and prioritize sal…
|
F 34 2⁄5 | ||||||||
| 29341 |
Connect any AI to WordPress — content, media, SEO, WooCommerce, GA4, Search Con…
|
F 34 2⁄5 | ||||||||
| 29342 |
Analyze inventory levels and optimize stock allocation to reduce waste and avoi…
|
F 34 2⁄5 | ||||||||
| 29343 |
A growing notebook shared by every AI you use. Save in conversation, recall fro…
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F 34 2⁄5 | ||||||||
| 29344 |
Print-on-demand catalog, listings, and fulfillment for AI agents.
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F 34 2⁄5 | ||||||||
| 29345 |
Publish HTML & Markdown to shareable links with versions, comments, and project…
|
F 34 2⁄5 | ||||||||
| 29346 |
Bilingual dual memory with SSC for AI agents. Semantic search, embeddings, prof…
|
F 34 2⁄5 | ||||||||
| 29347 |
Long-term memory for AI assistants. Isolated per-user storage, recall across co…
|
F 34 2⁄5 | ||||||||
| 29348 |
Send AI-made document changes for human review, then read the decisions back.
|
F 34 2⁄5 | ||||||||
| 29349 |
Versioned artifact review for people and AI agents, with contextual comments an…
|
F 34 2⁄5 | ||||||||
| 29350 |
Google Keep-style notes app with an MCP server for AI agents to read/write note…
|
F 34 2⁄5 | ||||||||